Triple

T2847616
Position Surface form Disambiguated ID Type / Status
Subject Ludwig von Mises E63018 entity
Predicate notableWork P4 FINISHED
Object Bureaucracy
"Bureaucracy" is a 1944 book by economist Ludwig von Mises that critiques bureaucratic management and defends the efficiency and dynamism of market-based organization.
E303271 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bureaucracy | Statement: [Ludwig von Mises, notableWork, Bureaucracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureaucracy
Context triple: [Ludwig von Mises, notableWork, Bureaucracy]
  • A. Bureaucracy: What Government Agencies Do and Why They Do It
    "Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
  • B. Administrative Behavior
    Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
  • C. Bureau
    The Bureau is the executive body of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES), responsible for overseeing its administrative and strategic functions between plenary sessions.
  • D. The Structure of the State
    The Structure of the State is a chapter of the Constitution of the People's Republic of China that outlines the organization, powers, and relationships of the country’s central state organs.
  • E. Staatsbewind
    Staatsbewind was the collective executive council that governed the Batavian Republic in the early 19th century, replacing earlier forms of Dutch republican leadership.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bureaucracy
Triple: [Ludwig von Mises, notableWork, Bureaucracy]
Generated description
"Bureaucracy" is a 1944 book by economist Ludwig von Mises that critiques bureaucratic management and defends the efficiency and dynamism of market-based organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureaucracy
Target entity description: "Bureaucracy" is a 1944 book by economist Ludwig von Mises that critiques bureaucratic management and defends the efficiency and dynamism of market-based organization.
  • A. Bureaucracy: What Government Agencies Do and Why They Do It
    "Bureaucracy: What Government Agencies Do and Why They Do It" is a seminal public administration and political science book by James Q. Wilson that analyzes how and why government agencies operate as they do.
  • B. Administrative Behavior
    Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
  • C. Bureau
    The Bureau is the executive body of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES), responsible for overseeing its administrative and strategic functions between plenary sessions.
  • D. The Structure of the State
    The Structure of the State is a chapter of the Constitution of the People's Republic of China that outlines the organization, powers, and relationships of the country’s central state organs.
  • E. Staatsbewind
    Staatsbewind was the collective executive council that governed the Batavian Republic in the early 19th century, replacing earlier forms of Dutch republican leadership.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf3ebbac819090e2bf98ed9fbd02 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8dbdff88190b6c46cfd6ef54bb8 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe9ac2e94819095513eab63b60dc4 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b002c3187481909c0e352d5902a468 completed March 10, 2026, 11:38 a.m.
Created at: March 6, 2026, 10:02 p.m.